Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 91199 |
| Missing cells | 56 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 25.0 MiB |
| Average record size in memory | 288.0 B |
Variable types
| Unsupported | 2 |
|---|---|
| Categorical | 11 |
| Numeric | 23 |
accident_year has constant value "2020" | Constant |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
date has a high cardinality: 366 distinct values | High cardinality |
time has a high cardinality: 1438 distinct values | High cardinality |
local_authority_ons_district has a high cardinality: 378 distinct values | High cardinality |
local_authority_highway has a high cardinality: 206 distinct values | High cardinality |
lsoa_of_accident_location has a high cardinality: 25931 distinct values | High cardinality |
location_easting_osgr is highly correlated with longitude | High correlation |
location_northing_osgr is highly correlated with latitude | High correlation |
longitude is highly correlated with location_easting_osgr | High correlation |
latitude is highly correlated with location_northing_osgr | High correlation |
police_force is highly correlated with local_authority_district | High correlation |
local_authority_district is highly correlated with police_force | High correlation |
first_road_class is highly correlated with first_road_number | High correlation |
first_road_number is highly correlated with first_road_class | High correlation |
speed_limit is highly correlated with urban_or_rural_area | High correlation |
junction_detail is highly correlated with junction_control | High correlation |
junction_control is highly correlated with junction_detail | High correlation |
second_road_class is highly correlated with second_road_number | High correlation |
second_road_number is highly correlated with second_road_class | High correlation |
weather_conditions is highly correlated with road_surface_conditions | High correlation |
road_surface_conditions is highly correlated with weather_conditions | High correlation |
urban_or_rural_area is highly correlated with speed_limit | High correlation |
location_easting_osgr is highly correlated with longitude | High correlation |
location_northing_osgr is highly correlated with latitude | High correlation |
longitude is highly correlated with location_easting_osgr | High correlation |
latitude is highly correlated with location_northing_osgr | High correlation |
police_force is highly correlated with local_authority_district and 1 other fields | High correlation |
local_authority_district is highly correlated with police_force and 1 other fields | High correlation |
speed_limit is highly correlated with urban_or_rural_area | High correlation |
special_conditions_at_site is highly correlated with carriageway_hazards | High correlation |
carriageway_hazards is highly correlated with special_conditions_at_site | High correlation |
urban_or_rural_area is highly correlated with speed_limit | High correlation |
trunk_road_flag is highly correlated with police_force and 1 other fields | High correlation |
location_easting_osgr is highly correlated with longitude | High correlation |
location_northing_osgr is highly correlated with latitude | High correlation |
longitude is highly correlated with location_easting_osgr | High correlation |
latitude is highly correlated with location_northing_osgr | High correlation |
police_force is highly correlated with local_authority_district | High correlation |
local_authority_district is highly correlated with police_force | High correlation |
first_road_class is highly correlated with first_road_number | High correlation |
first_road_number is highly correlated with first_road_class | High correlation |
speed_limit is highly correlated with urban_or_rural_area | High correlation |
junction_detail is highly correlated with junction_control | High correlation |
junction_control is highly correlated with junction_detail | High correlation |
second_road_class is highly correlated with second_road_number | High correlation |
second_road_number is highly correlated with second_road_class | High correlation |
weather_conditions is highly correlated with road_surface_conditions | High correlation |
road_surface_conditions is highly correlated with weather_conditions | High correlation |
urban_or_rural_area is highly correlated with speed_limit | High correlation |
did_police_officer_attend_scene_of_accident is highly correlated with accident_year | High correlation |
accident_severity is highly correlated with accident_year | High correlation |
urban_or_rural_area is highly correlated with accident_year | High correlation |
accident_year is highly correlated with did_police_officer_attend_scene_of_accident and 4 other fields | High correlation |
pedestrian_crossing_human_control is highly correlated with accident_year | High correlation |
trunk_road_flag is highly correlated with accident_year | High correlation |
location_easting_osgr is highly correlated with location_northing_osgr and 5 other fields | High correlation |
location_northing_osgr is highly correlated with location_easting_osgr and 6 other fields | High correlation |
longitude is highly correlated with location_easting_osgr and 5 other fields | High correlation |
latitude is highly correlated with location_easting_osgr and 6 other fields | High correlation |
police_force is highly correlated with location_easting_osgr and 6 other fields | High correlation |
local_authority_district is highly correlated with location_easting_osgr and 6 other fields | High correlation |
first_road_class is highly correlated with road_type and 1 other fields | High correlation |
first_road_number is highly correlated with location_northing_osgr and 2 other fields | High correlation |
road_type is highly correlated with first_road_class and 1 other fields | High correlation |
speed_limit is highly correlated with urban_or_rural_area and 1 other fields | High correlation |
junction_detail is highly correlated with junction_control | High correlation |
junction_control is highly correlated with junction_detail and 1 other fields | High correlation |
second_road_class is highly correlated with junction_control and 1 other fields | High correlation |
second_road_number is highly correlated with second_road_class | High correlation |
pedestrian_crossing_human_control is highly correlated with pedestrian_crossing_physical_facilities and 2 other fields | High correlation |
pedestrian_crossing_physical_facilities is highly correlated with pedestrian_crossing_human_control and 1 other fields | High correlation |
light_conditions is highly correlated with weather_conditions and 1 other fields | High correlation |
weather_conditions is highly correlated with light_conditions and 2 other fields | High correlation |
road_surface_conditions is highly correlated with weather_conditions | High correlation |
special_conditions_at_site is highly correlated with pedestrian_crossing_human_control and 2 other fields | High correlation |
carriageway_hazards is highly correlated with pedestrian_crossing_human_control and 1 other fields | High correlation |
urban_or_rural_area is highly correlated with speed_limit and 1 other fields | High correlation |
did_police_officer_attend_scene_of_accident is highly correlated with police_force and 2 other fields | High correlation |
trunk_road_flag is highly correlated with location_easting_osgr and 9 other fields | High correlation |
accident_index is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
accident_reference is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
first_road_number has 36524 (40.0%) zeros | Zeros |
junction_detail has 37978 (41.6%) zeros | Zeros |
second_road_number has 77627 (85.1%) zeros | Zeros |
pedestrian_crossing_physical_facilities has 69269 (76.0%) zeros | Zeros |
special_conditions_at_site has 87309 (95.7%) zeros | Zeros |
carriageway_hazards has 87881 (96.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-02-22 14:05:49.185891 |
|---|---|
| Analysis finished | 2022-02-22 14:07:42.680583 |
| Duration | 1 minute and 53.49 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 2020 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020 |
|---|---|
| 2nd row | 2020 |
| 3rd row | 2020 |
| 4th row | 2020 |
| 5th row | 2020 |
Common Values
| Value | Count | Frequency (%) |
| 2020 | 91199 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2020 | 91199 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
location_easting_osgr
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 75403 |
|---|---|
| Distinct (%) | 82.7% |
| Missing | 14 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 456487.8764 |
| Minimum | 65947 |
|---|---|
| Maximum | 655138 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 65947 |
|---|---|
| 5-th percentile | 279683.2 |
| Q1 | 392890 |
| median | 465545 |
| Q3 | 530168 |
| 95-th percentile | 581225.8 |
| Maximum | 655138 |
| Range | 589191 |
| Interquartile range (IQR) | 137278 |
Descriptive statistics
| Standard deviation | 93512.71181 |
|---|---|
| Coefficient of variation (CV) | 0.2048525638 |
| Kurtosis | -0.1485284961 |
| Mean | 456487.8764 |
| Median Absolute Deviation (MAD) | 65781 |
| Skewness | -0.5775405017 |
| Sum | 4.162484701 × 1010 |
| Variance | 8744627269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 531949 | 8 | < 0.1% |
| 534246 | 8 | < 0.1% |
| 533808 | 7 | < 0.1% |
| 531796 | 7 | < 0.1% |
| 527086 | 7 | < 0.1% |
| 534060 | 7 | < 0.1% |
| 534423 | 7 | < 0.1% |
| 532411 | 6 | < 0.1% |
| 458165 | 6 | < 0.1% |
| 531181 | 6 | < 0.1% |
| Other values (75393) | 91116 | |
| (Missing) | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 65947 | 1 | |
| 71500 | 1 | |
| 75720 | 1 | |
| 78401 | 1 | |
| 82122 | 1 | |
| 113410 | 1 | |
| 129304 | 1 | |
| 129995 | 1 | |
| 130374 | 1 | |
| 131328 | 1 |
| Value | Count | Frequency (%) |
| 655138 | 1 | |
| 655131 | 1 | |
| 654820 | 1 | |
| 654771 | 1 | |
| 654695 | 1 | |
| 654693 | 2 | |
| 654660 | 1 | |
| 654613 | 1 | |
| 654558 | 1 | |
| 654536 | 1 |
location_northing_osgr
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 75498 |
|---|---|
| Distinct (%) | 82.8% |
| Missing | 14 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 273764.4962 |
| Minimum | 12715 |
|---|---|
| Maximum | 1184351 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 12715 |
|---|---|
| 5-th percentile | 103654.2 |
| Q1 | 174569 |
| median | 208599 |
| Q3 | 378366 |
| 95-th percentile | 565786.6 |
| Maximum | 1184351 |
| Range | 1171636 |
| Interquartile range (IQR) | 203797 |
Descriptive statistics
| Standard deviation | 147351.5561 |
|---|---|
| Coefficient of variation (CV) | 0.5382420224 |
| Kurtosis | 1.33924042 |
| Mean | 273764.4962 |
| Median Absolute Deviation (MAD) | 74450 |
| Skewness | 1.187215511 |
| Sum | 2.496321559 × 1010 |
| Variance | 2.171248109 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 182843 | 9 | < 0.1% |
| 183562 | 8 | < 0.1% |
| 186515 | 7 | < 0.1% |
| 181602 | 7 | < 0.1% |
| 178579 | 7 | < 0.1% |
| 185193 | 7 | < 0.1% |
| 183119 | 7 | < 0.1% |
| 177708 | 6 | < 0.1% |
| 184800 | 6 | < 0.1% |
| 186269 | 6 | < 0.1% |
| Other values (75488) | 91115 | |
| (Missing) | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 12715 | 1 | |
| 15046 | 1 | |
| 15364 | 1 | |
| 15837 | 1 | |
| 17230 | 1 | |
| 17968 | 1 | |
| 19238 | 1 | |
| 19813 | 1 | |
| 19895 | 1 | |
| 19954 | 1 |
| Value | Count | Frequency (%) |
| 1184351 | 1 | |
| 1152779 | 1 | |
| 1152256 | 1 | |
| 1145416 | 1 | |
| 1142382 | 1 | |
| 1140156 | 1 | |
| 1139762 | 1 | |
| 1138225 | 1 | |
| 1136276 | 1 | |
| 1135817 | 1 |
| Distinct | 89589 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 14 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.189257945 |
| Minimum | -7.497375 |
|---|---|
| Maximum | 1.756257 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 77289 |
| Negative (%) | 84.7% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -7.497375 |
|---|---|
| 5-th percentile | -3.8163898 |
| Q1 | -2.107789 |
| median | -1.046912 |
| Q3 | -0.125238 |
| 95-th percentile | 0.608147 |
| Maximum | 1.756257 |
| Range | 9.253632 |
| Interquartile range (IQR) | 1.982551 |
Descriptive statistics
| Standard deviation | 1.36778622 |
|---|---|
| Coefficient of variation (CV) | -1.15011737 |
| Kurtosis | -0.1042803005 |
| Mean | -1.189257945 |
| Median Absolute Deviation (MAD) | 0.942809 |
| Skewness | -0.6049187827 |
| Sum | -108442.4857 |
| Variance | 1.870839143 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.54911 | 4 | < 0.1% |
| -1.893843 | 4 | < 0.1% |
| -0.07189 | 4 | < 0.1% |
| -0.074986 | 3 | < 0.1% |
| -2.593099 | 3 | < 0.1% |
| -0.04989 | 3 | < 0.1% |
| 0.011245 | 3 | < 0.1% |
| -2.028189 | 3 | < 0.1% |
| 0.083897 | 3 | < 0.1% |
| -0.167672 | 3 | < 0.1% |
| Other values (89579) | 91152 | |
| (Missing) | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| -7.497375 | 1 | |
| -7.412812 | 1 | |
| -7.378925 | 1 | |
| -7.321385 | 1 | |
| -7.306162 | 1 | |
| -6.842655 | 1 | |
| -6.50607 | 1 | |
| -6.50558 | 1 | |
| -6.504272 | 1 | |
| -6.498804 | 1 |
| Value | Count | Frequency (%) |
| 1.756257 | 1 | |
| 1.755749 | 1 | |
| 1.751341 | 1 | |
| 1.750759 | 1 | |
| 1.750391 | 1 | |
| 1.749486 | 1 | |
| 1.749168 | 1 | |
| 1.749164 | 1 | |
| 1.749136 | 1 | |
| 1.747418 | 1 |
| Distinct | 88748 |
|---|---|
| Distinct (%) | 97.3% |
| Missing | 14 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.3510732 |
| Minimum | 49.970479 |
|---|---|
| Maximum | 60.541144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 49.970479 |
|---|---|
| 5-th percentile | 50.8207238 |
| Q1 | 51.457237 |
| median | 51.763385 |
| Q3 | 53.297386 |
| 95-th percentile | 54.9857186 |
| Maximum | 60.541144 |
| Range | 10.570665 |
| Interquartile range (IQR) | 1.840149 |
Descriptive statistics
| Standard deviation | 1.327572787 |
|---|---|
| Coefficient of variation (CV) | 0.02535903671 |
| Kurtosis | 1.301830994 |
| Mean | 52.3510732 |
| Median Absolute Deviation (MAD) | 0.676633 |
| Skewness | 1.178717506 |
| Sum | 4773632.61 |
| Variance | 1.762449505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51.541779 | 4 | < 0.1% |
| 51.550843 | 4 | < 0.1% |
| 51.522078 | 4 | < 0.1% |
| 53.799708 | 4 | < 0.1% |
| 51.524674 | 3 | < 0.1% |
| 51.449779 | 3 | < 0.1% |
| 52.600538 | 3 | < 0.1% |
| 51.402674 | 3 | < 0.1% |
| 51.517151 | 3 | < 0.1% |
| 50.849976 | 3 | < 0.1% |
| Other values (88738) | 91151 | |
| (Missing) | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.970479 | 1 | |
| 49.991142 | 1 | |
| 49.993978 | 1 | |
| 49.998169 | 1 | |
| 50.01158 | 1 | |
| 50.019497 | 1 | |
| 50.027984 | 1 | |
| 50.036209 | 1 | |
| 50.03662 | 1 | |
| 50.037038 | 1 |
| Value | Count | Frequency (%) |
| 60.541144 | 1 | |
| 60.257 | 1 | |
| 60.252711 | 1 | |
| 60.190964 | 1 | |
| 60.163281 | 1 | |
| 60.143381 | 1 | |
| 60.140294 | 1 | |
| 60.12662 | 1 | |
| 60.109211 | 1 | |
| 60.105296 | 1 |
| Distinct | 44 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.48804263 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 22 |
| Q3 | 45 |
| 95-th percentile | 63 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 24.54896379 |
|---|---|
| Coefficient of variation (CV) | 0.8930779144 |
| Kurtosis | 0.6762674699 |
| Mean | 27.48804263 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.8963433425 |
| Sum | 2506882 |
| Variance | 602.651623 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1 | 20906 | |
| 20 | 3933 | 4.3% |
| 99 | 3836 | 4.2% |
| 46 | 3405 | 3.7% |
| 47 | 3107 | 3.4% |
| 44 | 3016 | 3.3% |
| 43 | 2767 | 3.0% |
| 13 | 2764 | 3.0% |
| 50 | 2616 | 2.9% |
| 42 | 2536 | 2.8% |
| Other values (34) | 42313 |
| Value | Count | Frequency (%) |
| 1 | 20906 | |
| 3 | 755 | 0.8% |
| 4 | 2354 | 2.6% |
| 5 | 1717 | 1.9% |
| 6 | 2399 | 2.6% |
| 7 | 1363 | 1.5% |
| 10 | 1690 | 1.9% |
| 11 | 601 | 0.7% |
| 12 | 1180 | 1.3% |
| 13 | 2764 | 3.0% |
| Value | Count | Frequency (%) |
| 99 | 3836 | |
| 63 | 771 | 0.8% |
| 62 | 958 | 1.1% |
| 61 | 487 | 0.5% |
| 60 | 658 | 0.7% |
| 55 | 1158 | 1.3% |
| 54 | 961 | 1.1% |
| 53 | 695 | 0.8% |
| 52 | 2044 | |
| 50 | 2616 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 3 | |
|---|---|
| 2 | |
| 1 | 1391 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 71453 | |
| 2 | 18355 | 20.1% |
| 1 | 1391 | 1.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3 | 71453 | |
| 2 | 18355 | 20.1% |
| 1 | 1391 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
number_of_vehicles
Real number (ℝ≥0)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.835272317 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6772721133 |
|---|---|
| Coefficient of variation (CV) | 0.3690308556 |
| Kurtosis | 9.143359462 |
| Mean | 1.835272317 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.517952791 |
| Sum | 167375 |
| Variance | 0.4586975154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 57392 | |
| 1 | 25730 | |
| 3 | 6241 | 6.8% |
| 4 | 1334 | 1.5% |
| 5 | 331 | 0.4% |
| 6 | 99 | 0.1% |
| 7 | 47 | 0.1% |
| 8 | 15 | < 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 3 | < 0.1% |
| Other values (3) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25730 | |
| 2 | 57392 | |
| 3 | 6241 | 6.8% |
| 4 | 1334 | 1.5% |
| 5 | 331 | 0.4% |
| 6 | 99 | 0.1% |
| 7 | 47 | 0.1% |
| 8 | 15 | < 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 15 | < 0.1% |
| 7 | 47 | 0.1% |
| 6 | 99 | 0.1% |
| 5 | 331 | 0.4% |
| 4 | 1334 |
number_of_casualties
Real number (ℝ≥0)
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.267382318 |
| Minimum | 1 |
|---|---|
| Maximum | 41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 41 |
| Range | 40 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6814732733 |
|---|---|
| Coefficient of variation (CV) | 0.5377014211 |
| Kurtosis | 152.3683194 |
| Mean | 1.267382318 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.837364345 |
| Sum | 115584 |
| Variance | 0.4644058223 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 74161 | |
| 2 | 12221 | 13.4% |
| 3 | 3214 | 3.5% |
| 4 | 1063 | 1.2% |
| 5 | 349 | 0.4% |
| 6 | 115 | 0.1% |
| 7 | 43 | < 0.1% |
| 8 | 14 | < 0.1% |
| 9 | 7 | < 0.1% |
| 11 | 4 | < 0.1% |
| Other values (6) | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 74161 | |
| 2 | 12221 | 13.4% |
| 3 | 3214 | 3.5% |
| 4 | 1063 | 1.2% |
| 5 | 349 | 0.4% |
| 6 | 115 | 0.1% |
| 7 | 43 | < 0.1% |
| 8 | 14 | < 0.1% |
| 9 | 7 | < 0.1% |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 41 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 4 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 7 | < 0.1% |
| 8 | 14 | < 0.1% |
| 7 | 43 |
| Distinct | 366 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 06/02/2020 | 426 |
|---|---|
| 04/11/2020 | 414 |
| 06/03/2020 | 411 |
| 21/01/2020 | 399 |
| 10/01/2020 | 397 |
| Other values (361) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 04/02/2020 |
|---|---|
| 2nd row | 27/04/2020 |
| 3rd row | 01/01/2020 |
| 4th row | 01/01/2020 |
| 5th row | 01/01/2020 |
Common Values
| Value | Count | Frequency (%) |
| 06/02/2020 | 426 | 0.5% |
| 04/11/2020 | 414 | 0.5% |
| 06/03/2020 | 411 | 0.5% |
| 21/01/2020 | 399 | 0.4% |
| 10/01/2020 | 397 | 0.4% |
| 18/09/2020 | 397 | 0.4% |
| 17/01/2020 | 396 | 0.4% |
| 14/01/2020 | 395 | 0.4% |
| 07/02/2020 | 391 | 0.4% |
| 20/01/2020 | 386 | 0.4% |
| Other values (356) | 87187 |
Length
| Value | Count | Frequency (%) |
| 06/02/2020 | 426 | 0.5% |
| 04/11/2020 | 414 | 0.5% |
| 06/03/2020 | 411 | 0.5% |
| 21/01/2020 | 399 | 0.4% |
| 10/01/2020 | 397 | 0.4% |
| 18/09/2020 | 397 | 0.4% |
| 17/01/2020 | 396 | 0.4% |
| 14/01/2020 | 395 | 0.4% |
| 07/02/2020 | 391 | 0.4% |
| 20/01/2020 | 386 | 0.4% |
| Other values (356) | 87187 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
day_of_week
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.12155835 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.932200224 |
|---|---|
| Coefficient of variation (CV) | 0.4688033167 |
| Kurtosis | -1.190798175 |
| Mean | 4.12155835 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.0790988166 |
| Sum | 375882 |
| Variance | 3.733397707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 14889 | |
| 5 | 14056 | |
| 4 | 13564 | |
| 3 | 13267 | |
| 2 | 12772 | |
| 7 | 12336 | |
| 1 | 10315 |
| Value | Count | Frequency (%) |
| 1 | 10315 | |
| 2 | 12772 | |
| 3 | 13267 | |
| 4 | 13564 | |
| 5 | 14056 | |
| 6 | 14889 | |
| 7 | 12336 |
| Value | Count | Frequency (%) |
| 7 | 12336 | |
| 6 | 14889 | |
| 5 | 14056 | |
| 4 | 13564 | |
| 3 | 13267 | |
| 2 | 12772 | |
| 1 | 10315 |
| Distinct | 1438 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 17:00 | 862 |
|---|---|
| 16:00 | 785 |
| 15:00 | 774 |
| 17:30 | 746 |
| 18:00 | 739 |
| Other values (1433) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 09:00 |
|---|---|
| 2nd row | 13:55 |
| 3rd row | 01:25 |
| 4th row | 01:50 |
| 5th row | 02:25 |
Common Values
| Value | Count | Frequency (%) |
| 17:00 | 862 | 0.9% |
| 16:00 | 785 | 0.9% |
| 15:00 | 774 | 0.8% |
| 17:30 | 746 | 0.8% |
| 18:00 | 739 | 0.8% |
| 14:00 | 699 | 0.8% |
| 16:30 | 697 | 0.8% |
| 15:30 | 697 | 0.8% |
| 18:30 | 629 | 0.7% |
| 13:00 | 605 | 0.7% |
| Other values (1428) | 83966 |
Length
| Value | Count | Frequency (%) |
| 17:00 | 862 | 0.9% |
| 16:00 | 785 | 0.9% |
| 15:00 | 774 | 0.8% |
| 17:30 | 746 | 0.8% |
| 18:00 | 739 | 0.8% |
| 14:00 | 699 | 0.8% |
| 16:30 | 697 | 0.8% |
| 15:30 | 697 | 0.8% |
| 18:30 | 629 | 0.7% |
| 13:00 | 605 | 0.7% |
| Other values (1428) | 83966 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
local_authority_district
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 377 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 311.4828123 |
| Minimum | -1 |
|---|---|
| Maximum | 941 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 991 |
| Negative (%) | 1.1% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 63 |
| median | 300 |
| Q3 | 502 |
| 95-th percentile | 750 |
| Maximum | 941 |
| Range | 942 |
| Interquartile range (IQR) | 439 |
Descriptive statistics
| Standard deviation | 253.4563293 |
|---|---|
| Coefficient of variation (CV) | 0.8137088765 |
| Kurtosis | -0.5518546196 |
| Mean | 311.4828123 |
| Median Absolute Deviation (MAD) | 218 |
| Skewness | 0.5069198558 |
| Sum | 28406921 |
| Variance | 64240.11084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 300 | 1801 | 2.0% |
| 9 | 1063 | 1.2% |
| 1 | 1029 | 1.1% |
| 204 | 997 | 1.1% |
| -1 | 991 | 1.1% |
| 10 | 932 | 1.0% |
| 5 | 897 | 1.0% |
| 20 | 892 | 1.0% |
| 8 | 888 | 1.0% |
| 32 | 863 | 0.9% |
| Other values (367) | 80846 |
| Value | Count | Frequency (%) |
| -1 | 991 | |
| 1 | 1029 | |
| 2 | 613 | |
| 3 | 565 | |
| 4 | 790 | |
| 5 | 897 | |
| 6 | 609 | |
| 7 | 758 | |
| 8 | 888 | |
| 9 | 1063 |
| Value | Count | Frequency (%) |
| 941 | 13 | < 0.1% |
| 940 | 137 | |
| 939 | 79 | 0.1% |
| 938 | 229 | |
| 937 | 76 | 0.1% |
| 936 | 11 | < 0.1% |
| 935 | 120 | |
| 934 | 128 | |
| 933 | 9 | < 0.1% |
| 932 | 187 |
| Distinct | 378 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| E08000025 | 1802 |
|---|---|
| E09000022 | 1054 |
| E09000033 | 1037 |
| E08000035 | 1009 |
| E09000032 | 950 |
| Other values (373) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | E09000032 |
|---|---|
| 2nd row | E09000022 |
| 3rd row | E09000033 |
| 4th row | E09000025 |
| 5th row | E09000033 |
Common Values
| Value | Count | Frequency (%) |
| E08000025 | 1802 | 2.0% |
| E09000022 | 1054 | 1.2% |
| E09000033 | 1037 | 1.1% |
| E08000035 | 1009 | 1.1% |
| E09000032 | 950 | 1.0% |
| E09000030 | 896 | 1.0% |
| E09000028 | 893 | 1.0% |
| E09000008 | 892 | 1.0% |
| E06000052 | 862 | 0.9% |
| E09000010 | 862 | 0.9% |
| Other values (368) | 80942 |
Length
| Value | Count | Frequency (%) |
| e08000025 | 1802 | 2.0% |
| e09000022 | 1054 | 1.2% |
| e09000033 | 1037 | 1.1% |
| e08000035 | 1009 | 1.1% |
| e09000032 | 950 | 1.0% |
| e09000030 | 896 | 1.0% |
| e09000028 | 893 | 1.0% |
| e09000008 | 892 | 1.0% |
| e06000052 | 862 | 0.9% |
| e09000010 | 862 | 0.9% |
| Other values (368) | 80942 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 206 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| E10000016 | 2964 |
|---|---|
| E10000030 | 2334 |
| E10000012 | 2064 |
| E10000014 | 1993 |
| E10000017 | 1840 |
| Other values (201) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | E09000032 |
|---|---|
| 2nd row | E09000022 |
| 3rd row | E09000033 |
| 4th row | E09000025 |
| 5th row | E09000033 |
Common Values
| Value | Count | Frequency (%) |
| E10000016 | 2964 | 3.3% |
| E10000030 | 2334 | 2.6% |
| E10000012 | 2064 | 2.3% |
| E10000014 | 1993 | 2.2% |
| E10000017 | 1840 | 2.0% |
| E08000025 | 1802 | 2.0% |
| E10000032 | 1566 | 1.7% |
| E10000015 | 1398 | 1.5% |
| E10000019 | 1396 | 1.5% |
| E10000020 | 1324 | 1.5% |
| Other values (196) | 72518 |
Length
| Value | Count | Frequency (%) |
| e10000016 | 2964 | 3.3% |
| e10000030 | 2334 | 2.6% |
| e10000012 | 2064 | 2.3% |
| e10000014 | 1993 | 2.2% |
| e10000017 | 1840 | 2.0% |
| e08000025 | 1802 | 2.0% |
| e10000032 | 1566 | 1.7% |
| e10000015 | 1398 | 1.5% |
| e10000019 | 1396 | 1.5% |
| e10000020 | 1324 | 1.5% |
| Other values (196) | 72518 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.220320398 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.44347545 |
|---|---|
| Coefficient of variation (CV) | 0.3420298257 |
| Kurtosis | -1.307058069 |
| Mean | 4.220320398 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.09317430526 |
| Sum | 384889 |
| Variance | 2.083621376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 40604 | |
| 6 | 31709 | |
| 4 | 11490 | 12.6% |
| 5 | 4815 | 5.3% |
| 1 | 2374 | 2.6% |
| 2 | 207 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 2374 | 2.6% |
| 2 | 207 | 0.2% |
| 3 | 40604 | |
| 4 | 11490 | 12.6% |
| 5 | 4815 | 5.3% |
| 6 | 31709 |
| Value | Count | Frequency (%) |
| 6 | 31709 | |
| 5 | 4815 | 5.3% |
| 4 | 11490 | 12.6% |
| 3 | 40604 | |
| 2 | 207 | 0.2% |
| 1 | 2374 | 2.6% |
| Distinct | 3068 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 790.6660709 |
| Minimum | 0 |
|---|---|
| Maximum | 9174 |
| Zeros | 36524 |
| Zeros (%) | 40.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 34 |
| Q3 | 538 |
| 95-th percentile | 5058 |
| Maximum | 9174 |
| Range | 9174 |
| Interquartile range (IQR) | 538 |
Descriptive statistics
| Standard deviation | 1580.817743 |
|---|---|
| Coefficient of variation (CV) | 1.999349411 |
| Kurtosis | 4.261239008 |
| Mean | 790.6660709 |
| Median Absolute Deviation (MAD) | 34 |
| Skewness | 2.290483161 |
| Sum | 72107955 |
| Variance | 2498984.737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36524 | |
| 1 | 926 | 1.0% |
| 6 | 660 | 0.7% |
| 4 | 578 | 0.6% |
| 3 | 550 | 0.6% |
| 23 | 546 | 0.6% |
| 5 | 535 | 0.6% |
| 2 | 486 | 0.5% |
| 38 | 477 | 0.5% |
| 40 | 474 | 0.5% |
| Other values (3058) | 49443 |
| Value | Count | Frequency (%) |
| 0 | 36524 | |
| 1 | 926 | 1.0% |
| 2 | 486 | 0.5% |
| 3 | 550 | 0.6% |
| 4 | 578 | 0.6% |
| 5 | 535 | 0.6% |
| 6 | 660 | 0.7% |
| 7 | 32 | < 0.1% |
| 8 | 136 | 0.1% |
| 9 | 67 | 0.1% |
| Value | Count | Frequency (%) |
| 9174 | 2 | |
| 9170 | 4 | |
| 9165 | 2 | |
| 9163 | 1 | < 0.1% |
| 9157 | 3 | |
| 9155 | 1 | < 0.1% |
| 9152 | 4 | |
| 9142 | 1 | < 0.1% |
| 9140 | 2 | |
| 9132 | 3 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.256000614 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.684878019 |
|---|---|
| Coefficient of variation (CV) | 0.3205627516 |
| Kurtosis | 0.8405394475 |
| Mean | 5.256000614 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.166454629 |
| Sum | 479342 |
| Variance | 2.83881394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 66929 | |
| 3 | 13206 | 14.5% |
| 1 | 5580 | 6.1% |
| 9 | 2006 | 2.2% |
| 2 | 1966 | 2.2% |
| 7 | 1512 | 1.7% |
| Value | Count | Frequency (%) |
| 1 | 5580 | 6.1% |
| 2 | 1966 | 2.2% |
| 3 | 13206 | 14.5% |
| 6 | 66929 | |
| 7 | 1512 | 1.7% |
| 9 | 2006 | 2.2% |
| Value | Count | Frequency (%) |
| 9 | 2006 | 2.2% |
| 7 | 1512 | 1.7% |
| 6 | 66929 | |
| 3 | 13206 | 14.5% |
| 2 | 1966 | 2.2% |
| 1 | 5580 | 6.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.27011261 |
| Minimum | -1 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 12 |
| Negative (%) | < 0.1% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 30 |
| median | 30 |
| Q3 | 40 |
| 95-th percentile | 70 |
| Maximum | 70 |
| Range | 71 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 13.89603165 |
|---|---|
| Coefficient of variation (CV) | 0.383126234 |
| Kurtosis | 0.1488941296 |
| Mean | 36.27011261 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.14761133 |
| Sum | 3307798 |
| Variance | 193.0996957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 52260 | |
| 60 | 11408 | 12.5% |
| 20 | 11183 | 12.3% |
| 40 | 7867 | 8.6% |
| 70 | 4687 | 5.1% |
| 50 | 3782 | 4.1% |
| -1 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 12 | < 0.1% |
| 20 | 11183 | 12.3% |
| 30 | 52260 | |
| 40 | 7867 | 8.6% |
| 50 | 3782 | 4.1% |
| 60 | 11408 | 12.5% |
| 70 | 4687 | 5.1% |
| Value | Count | Frequency (%) |
| 70 | 4687 | 5.1% |
| 60 | 11408 | 12.5% |
| 50 | 3782 | 4.1% |
| 40 | 7867 | 8.6% |
| 30 | 52260 | |
| 20 | 11183 | 12.3% |
| -1 | 12 | < 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.934878672 |
| Minimum | -1 |
|---|---|
| Maximum | 99 |
| Zeros | 37978 |
| Zeros (%) | 41.6% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 99 |
| Range | 100 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 12.61277739 |
|---|---|
| Coefficient of variation (CV) | 3.205378983 |
| Kurtosis | 50.37446522 |
| Mean | 3.934878672 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.071211171 |
| Sum | 358857 |
| Variance | 159.0821536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37978 | |
| 3 | 25626 | |
| 6 | 8429 | 9.2% |
| 1 | 7326 | 8.0% |
| 9 | 4705 | 5.2% |
| 8 | 1887 | 2.1% |
| 99 | 1508 | 1.7% |
| 2 | 1300 | 1.4% |
| 7 | 1279 | 1.4% |
| 5 | 1159 | 1.3% |
| Value | Count | Frequency (%) |
| -1 | 2 | < 0.1% |
| 0 | 37978 | |
| 1 | 7326 | 8.0% |
| 2 | 1300 | 1.4% |
| 3 | 25626 | |
| 5 | 1159 | 1.3% |
| 6 | 8429 | 9.2% |
| 7 | 1279 | 1.4% |
| 8 | 1887 | 2.1% |
| 9 | 4705 | 5.2% |
| Value | Count | Frequency (%) |
| 99 | 1508 | 1.7% |
| 9 | 4705 | 5.2% |
| 8 | 1887 | 2.1% |
| 7 | 1279 | 1.4% |
| 6 | 8429 | 9.2% |
| 5 | 1159 | 1.3% |
| 3 | 25626 | |
| 2 | 1300 | 1.4% |
| 1 | 7326 | 8.0% |
| 0 | 37978 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.737497122 |
| Minimum | -1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 38298 |
| Negative (%) | 42.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.510124854 |
|---|---|
| Coefficient of variation (CV) | 1.444678568 |
| Kurtosis | -0.9357325121 |
| Mean | 1.737497122 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.18522575 |
| Sum | 158458 |
| Variance | 6.300726782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 39998 | |
| -1 | 38298 | |
| 2 | 10407 | 11.4% |
| 9 | 1536 | 1.7% |
| 3 | 583 | 0.6% |
| 1 | 377 | 0.4% |
| Value | Count | Frequency (%) |
| -1 | 38298 | |
| 1 | 377 | 0.4% |
| 2 | 10407 | 11.4% |
| 3 | 583 | 0.6% |
| 4 | 39998 | |
| 9 | 1536 | 1.7% |
| Value | Count | Frequency (%) |
| 9 | 1536 | 1.7% |
| 4 | 39998 | |
| 3 | 583 | 0.6% |
| 2 | 10407 | 11.4% |
| 1 | 377 | 0.4% |
| -1 | 38298 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.551771401 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.015112626 |
|---|---|
| Coefficient of variation (CV) | 0.182844817 |
| Kurtosis | 2.892798422 |
| Mean | 5.551771401 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.072029219 |
| Sum | 506316 |
| Variance | 1.030453643 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 74473 | |
| 3 | 9566 | 10.5% |
| 4 | 3656 | 4.0% |
| 5 | 3154 | 3.5% |
| 1 | 314 | 0.3% |
| 2 | 36 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 314 | 0.3% |
| 2 | 36 | < 0.1% |
| 3 | 9566 | 10.5% |
| 4 | 3656 | 4.0% |
| 5 | 3154 | 3.5% |
| 6 | 74473 |
| Value | Count | Frequency (%) |
| 6 | 74473 | |
| 5 | 3154 | 3.5% |
| 4 | 3656 | 4.0% |
| 3 | 9566 | 10.5% |
| 2 | 36 | < 0.1% |
| 1 | 314 | 0.3% |
| Distinct | 2274 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220.2319872 |
| Minimum | -1 |
|---|---|
| Maximum | 9174 |
| Zeros | 77627 |
| Zeros (%) | 85.1% |
| Negative | 7 |
| Negative (%) | < 0.1% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1124 |
| Maximum | 9174 |
| Range | 9175 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 913.6928324 |
|---|---|
| Coefficient of variation (CV) | 4.148774408 |
| Kurtosis | 25.65555285 |
| Mean | 220.2319872 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.997485408 |
| Sum | 20084937 |
| Variance | 834834.5919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 77627 | |
| 1 | 158 | 0.2% |
| 406 | 150 | 0.2% |
| 4 | 148 | 0.2% |
| 41 | 120 | 0.1% |
| 3 | 119 | 0.1% |
| 40 | 118 | 0.1% |
| 2 | 114 | 0.1% |
| 6 | 103 | 0.1% |
| 23 | 103 | 0.1% |
| Other values (2264) | 12439 | 13.6% |
| Value | Count | Frequency (%) |
| -1 | 7 | < 0.1% |
| 0 | 77627 | |
| 1 | 158 | 0.2% |
| 2 | 114 | 0.1% |
| 3 | 119 | 0.1% |
| 4 | 148 | 0.2% |
| 5 | 77 | 0.1% |
| 6 | 103 | 0.1% |
| 7 | 10 | < 0.1% |
| 8 | 33 | < 0.1% |
| Value | Count | Frequency (%) |
| 9174 | 3 | |
| 9170 | 1 | < 0.1% |
| 9157 | 1 | < 0.1% |
| 9149 | 1 | < 0.1% |
| 9127 | 1 | < 0.1% |
| 9120 | 1 | < 0.1% |
| 9119 | 1 | < 0.1% |
| 9080 | 1 | < 0.1% |
| 9031 | 1 | < 0.1% |
| 9023 | 1 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 0 | |
|---|---|
| 9 | 3332 |
| 2 | 980 |
| 1 | 386 |
| -1 | 143 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.001568 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 9 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 86358 | |
| 9 | 3332 | 3.7% |
| 2 | 980 | 1.1% |
| 1 | 386 | 0.4% |
| -1 | 143 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 86358 | |
| 9 | 3332 | 3.7% |
| 2 | 980 | 1.1% |
| 1 | 529 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.185309049 |
| Minimum | -1 |
|---|---|
| Maximum | 9 |
| Zeros | 69269 |
| Zeros (%) | 76.0% |
| Negative | 135 |
| Negative (%) | 0.1% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.44592447 |
|---|---|
| Coefficient of variation (CV) | 2.063533111 |
| Kurtosis | 2.666856343 |
| Mean | 1.185309049 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.966227369 |
| Sum | 108099 |
| Variance | 5.982546515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 69269 | |
| 5 | 7465 | 8.2% |
| 4 | 4903 | 5.4% |
| 1 | 3836 | 4.2% |
| 9 | 2932 | 3.2% |
| 8 | 2460 | 2.7% |
| 7 | 199 | 0.2% |
| -1 | 135 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 135 | 0.1% |
| 0 | 69269 | |
| 1 | 3836 | 4.2% |
| 4 | 4903 | 5.4% |
| 5 | 7465 | 8.2% |
| 7 | 199 | 0.2% |
| 8 | 2460 | 2.7% |
| 9 | 2932 | 3.2% |
| Value | Count | Frequency (%) |
| 9 | 2932 | 3.2% |
| 8 | 2460 | 2.7% |
| 7 | 199 | 0.2% |
| 5 | 7465 | 8.2% |
| 4 | 4903 | 5.4% |
| 1 | 3836 | 4.2% |
| 0 | 69269 | |
| -1 | 135 | 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.065307734 |
| Minimum | -1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.747690004 |
|---|---|
| Coefficient of variation (CV) | 0.8462128794 |
| Kurtosis | 0.3619659419 |
| Mean | 2.065307734 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.305012031 |
| Sum | 188354 |
| Variance | 3.054420351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 64458 | |
| 4 | 19026 | 20.9% |
| 6 | 4835 | 5.3% |
| 7 | 2194 | 2.4% |
| 5 | 685 | 0.8% |
| -1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| 1 | 64458 | |
| 4 | 19026 | 20.9% |
| 5 | 685 | 0.8% |
| 6 | 4835 | 5.3% |
| 7 | 2194 | 2.4% |
| Value | Count | Frequency (%) |
| 7 | 2194 | 2.4% |
| 6 | 4835 | 5.3% |
| 5 | 685 | 0.8% |
| 4 | 19026 | 20.9% |
| 1 | 64458 | |
| -1 | 1 | < 0.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.702047172 |
| Minimum | -1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.845785686 |
|---|---|
| Coefficient of variation (CV) | 1.084450371 |
| Kurtosis | 8.043908159 |
| Mean | 1.702047172 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.022075815 |
| Sum | 155225 |
| Variance | 3.406924799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 70729 | |
| 2 | 11583 | 12.7% |
| 8 | 2629 | 2.9% |
| 9 | 2423 | 2.7% |
| 5 | 1665 | 1.8% |
| 4 | 1401 | 1.5% |
| 7 | 510 | 0.6% |
| 3 | 185 | 0.2% |
| 6 | 73 | 0.1% |
| -1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 1 | < 0.1% |
| 1 | 70729 | |
| 2 | 11583 | 12.7% |
| 3 | 185 | 0.2% |
| 4 | 1401 | 1.5% |
| 5 | 1665 | 1.8% |
| 6 | 73 | 0.1% |
| 7 | 510 | 0.6% |
| 8 | 2629 | 2.9% |
| 9 | 2423 | 2.7% |
| Value | Count | Frequency (%) |
| 9 | 2423 | 2.7% |
| 8 | 2629 | 2.9% |
| 7 | 510 | 0.6% |
| 6 | 73 | 0.1% |
| 5 | 1665 | 1.8% |
| 4 | 1401 | 1.5% |
| 3 | 185 | 0.2% |
| 2 | 11583 | 12.7% |
| 1 | 70729 | |
| -1 | 1 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.391583241 |
| Minimum | -1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 316 |
| Negative (%) | 0.3% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9256901947 |
|---|---|
| Coefficient of variation (CV) | 0.6652064838 |
| Kurtosis | 40.62687353 |
| Mean | 1.391583241 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.442426324 |
| Sum | 126911 |
| Variance | 0.8569023366 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 62698 | |
| 2 | 26240 | |
| 9 | 847 | 0.9% |
| 4 | 764 | 0.8% |
| -1 | 316 | 0.3% |
| 5 | 184 | 0.2% |
| 3 | 150 | 0.2% |
| Value | Count | Frequency (%) |
| -1 | 316 | 0.3% |
| 1 | 62698 | |
| 2 | 26240 | |
| 3 | 150 | 0.2% |
| 4 | 764 | 0.8% |
| 5 | 184 | 0.2% |
| 9 | 847 | 0.9% |
| Value | Count | Frequency (%) |
| 9 | 847 | 0.9% |
| 5 | 184 | 0.2% |
| 4 | 764 | 0.8% |
| 3 | 150 | 0.2% |
| 2 | 26240 | |
| 1 | 62698 | |
| -1 | 316 | 0.3% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2447395257 |
| Minimum | -1 |
|---|---|
| Maximum | 9 |
| Zeros | 87309 |
| Zeros (%) | 95.7% |
| Negative | 218 |
| Negative (%) | 0.2% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.318553879 |
|---|---|
| Coefficient of variation (CV) | 5.387580429 |
| Kurtosis | 32.20701676 |
| Mean | 0.2447395257 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.673150744 |
| Sum | 22320 |
| Variance | 1.738584331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 87309 | |
| 9 | 1452 | 1.6% |
| 4 | 1106 | 1.2% |
| 7 | 317 | 0.3% |
| 5 | 228 | 0.3% |
| -1 | 218 | 0.2% |
| 1 | 213 | 0.2% |
| 3 | 158 | 0.2% |
| 6 | 151 | 0.2% |
| 2 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 218 | 0.2% |
| 0 | 87309 | |
| 1 | 213 | 0.2% |
| 2 | 47 | 0.1% |
| 3 | 158 | 0.2% |
| 4 | 1106 | 1.2% |
| 5 | 228 | 0.3% |
| 6 | 151 | 0.2% |
| 7 | 317 | 0.3% |
| 9 | 1452 | 1.6% |
| Value | Count | Frequency (%) |
| 9 | 1452 | 1.6% |
| 7 | 317 | 0.3% |
| 6 | 151 | 0.2% |
| 5 | 228 | 0.3% |
| 4 | 1106 | 1.2% |
| 3 | 158 | 0.2% |
| 2 | 47 | 0.1% |
| 1 | 213 | 0.2% |
| 0 | 87309 | |
| -1 | 218 | 0.2% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1805940855 |
| Minimum | -1 |
|---|---|
| Maximum | 9 |
| Zeros | 87881 |
| Zeros (%) | 96.4% |
| Negative | 208 |
| Negative (%) | 0.2% |
| Memory size | 712.6 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.149791454 |
|---|---|
| Coefficient of variation (CV) | 6.366717113 |
| Kurtosis | 47.72392671 |
| Mean | 0.1805940855 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.898491154 |
| Sum | 16470 |
| Variance | 1.322020389 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 87881 | |
| 9 | 1191 | 1.3% |
| 2 | 1079 | 1.2% |
| 7 | 314 | 0.3% |
| 1 | 220 | 0.2% |
| -1 | 208 | 0.2% |
| 6 | 155 | 0.2% |
| 3 | 151 | 0.2% |
| Value | Count | Frequency (%) |
| -1 | 208 | 0.2% |
| 0 | 87881 | |
| 1 | 220 | 0.2% |
| 2 | 1079 | 1.2% |
| 3 | 151 | 0.2% |
| 6 | 155 | 0.2% |
| 7 | 314 | 0.3% |
| 9 | 1191 | 1.3% |
| Value | Count | Frequency (%) |
| 9 | 1191 | 1.3% |
| 7 | 314 | 0.3% |
| 6 | 155 | 0.2% |
| 3 | 151 | 0.2% |
| 2 | 1079 | 1.2% |
| 1 | 220 | 0.2% |
| 0 | 87881 | |
| -1 | 208 | 0.2% |
urban_or_rural_area
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 14 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 61737 | |
| 2 | 29448 | |
| 3 | 14 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 61737 | |
| 2 | 29448 | |
| 3 | 14 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| -1 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.000010965 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 62442 | |
| 2 | 19638 | 21.5% |
| 3 | 9118 | 10.0% |
| -1 | 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 62443 | |
| 2 | 19638 | 21.5% |
| 3 | 9118 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 2 | |
|---|---|
| -1 | 6710 |
| 1 | 5267 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.073575368 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 79222 | |
| -1 | 6710 | 7.4% |
| 1 | 5267 | 5.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2 | 79222 | |
| 1 | 11977 | 13.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 25931 |
|---|---|
| Distinct (%) | 28.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| -1 | 3851 |
|---|---|
| E01032739 | 70 |
| E01004736 | 65 |
| E01016012 | 50 |
| E01033708 | 40 |
| Other values (25926) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.704415619 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 8160 ? |
|---|---|
| Unique (%) | 8.9% |
Sample
| 1st row | E01004576 |
|---|---|
| 2nd row | E01003034 |
| 3rd row | E01004726 |
| 4th row | E01003617 |
| 5th row | E01004763 |
Common Values
| Value | Count | Frequency (%) |
| -1 | 3851 | 4.2% |
| E01032739 | 70 | 0.1% |
| E01004736 | 65 | 0.1% |
| E01016012 | 50 | 0.1% |
| E01033708 | 40 | < 0.1% |
| E01003728 | 39 | < 0.1% |
| E01018648 | 38 | < 0.1% |
| E01021800 | 37 | < 0.1% |
| E01004727 | 37 | < 0.1% |
| E01002444 | 36 | < 0.1% |
| Other values (25921) | 86936 |
Length
| Value | Count | Frequency (%) |
| 1 | 3851 | 4.2% |
| e01032739 | 70 | 0.1% |
| e01004736 | 65 | 0.1% |
| e01016012 | 50 | 0.1% |
| e01033708 | 40 | < 0.1% |
| e01003728 | 39 | < 0.1% |
| e01018648 | 38 | < 0.1% |
| e01021800 | 37 | < 0.1% |
| e01004727 | 37 | < 0.1% |
| e01033269 | 36 | < 0.1% |
| Other values (25921) | 86936 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| accident_index | accident_year | accident_reference | location_easting_osgr | location_northing_osgr | longitude | latitude | police_force | accident_severity | number_of_vehicles | number_of_casualties | date | day_of_week | time | local_authority_district | local_authority_ons_district | local_authority_highway | first_road_class | first_road_number | road_type | speed_limit | junction_detail | junction_control | second_road_class | second_road_number | pedestrian_crossing_human_control | pedestrian_crossing_physical_facilities | light_conditions | weather_conditions | road_surface_conditions | special_conditions_at_site | carriageway_hazards | urban_or_rural_area | did_police_officer_attend_scene_of_accident | trunk_road_flag | lsoa_of_accident_location | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020010219808 | 2020 | 10219808 | 521389.0 | 175144.0 | -0.254001 | 51.462262 | 1 | 3 | 1 | 1 | 04/02/2020 | 3 | 09:00 | 10 | E09000032 | E09000032 | 6 | 0 | 6 | 20 | 0 | -1 | 6 | 0 | 9 | 9 | 1 | 9 | 9 | 0 | 0 | 1 | 3 | 2 | E01004576 |
| 1 | 2020010220496 | 2020 | 10220496 | 529337.0 | 176237.0 | -0.139253 | 51.470327 | 1 | 3 | 1 | 2 | 27/04/2020 | 2 | 13:55 | 9 | E09000022 | E09000022 | 3 | 3036 | 6 | 20 | 9 | 2 | 6 | 0 | 0 | 4 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | E01003034 |
| 2 | 2020010228005 | 2020 | 10228005 | 526432.0 | 182761.0 | -0.178719 | 51.529614 | 1 | 3 | 1 | 1 | 01/01/2020 | 4 | 01:25 | 1 | E09000033 | E09000033 | 5 | 0 | 6 | 30 | 3 | 1 | 6 | 0 | 0 | 0 | 4 | 1 | 2 | 0 | 0 | 1 | 1 | 2 | E01004726 |
| 3 | 2020010228006 | 2020 | 10228006 | 538676.0 | 184371.0 | -0.001683 | 51.541210 | 1 | 2 | 1 | 1 | 01/01/2020 | 4 | 01:50 | 17 | E09000025 | E09000025 | 3 | 11 | 6 | 30 | 0 | -1 | 6 | 0 | 0 | 4 | 4 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | E01003617 |
| 4 | 2020010228011 | 2020 | 10228011 | 529324.0 | 181286.0 | -0.137592 | 51.515704 | 1 | 3 | 1 | 2 | 01/01/2020 | 4 | 02:25 | 1 | E09000033 | E09000033 | 3 | 40 | 6 | 30 | 3 | 4 | 5 | 0 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | E01004763 |
| 5 | 2020010228012 | 2020 | 10228012 | 537193.0 | 177105.0 | -0.025880 | 51.476278 | 1 | 3 | 1 | 1 | 01/01/2020 | 4 | 01:30 | 7 | E09000023 | E09000023 | 3 | 2209 | 2 | 20 | 3 | 4 | 6 | 0 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | E01003304 |
| 6 | 2020010228014 | 2020 | 10228014 | 539764.0 | 179234.0 | 0.011959 | 51.494780 | 1 | 3 | 2 | 1 | 01/01/2020 | 4 | 03:43 | 6 | E09000011 | E09000011 | 6 | 0 | 6 | 30 | 3 | 4 | 6 | 0 | 0 | 0 | 4 | 1 | 2 | 0 | 0 | 1 | 1 | 2 | E01001667 |
| 7 | 2020010228017 | 2020 | 10228017 | 536115.0 | 182297.0 | -0.039390 | 51.523195 | 1 | 2 | 2 | 1 | 01/01/2020 | 4 | 03:00 | 5 | E09000030 | E09000030 | 3 | 11 | 3 | 30 | 9 | 4 | 6 | 0 | 0 | 0 | 4 | 8 | 2 | 0 | 0 | 1 | 1 | 2 | E01004261 |
| 8 | 2020010228018 | 2020 | 10228018 | 530876.0 | 191335.0 | -0.111500 | 51.605653 | 1 | 3 | 2 | 1 | 01/01/2020 | 4 | 04:00 | 31 | E09000014 | E09000014 | 3 | 105 | 6 | 20 | 9 | 4 | 6 | 0 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | E01002102 |
| 9 | 2020010228020 | 2020 | 10228020 | 529718.0 | 192342.0 | -0.127840 | 51.614971 | 1 | 3 | 2 | 1 | 01/01/2020 | 4 | 03:25 | 32 | E09000010 | E09000010 | 3 | 406 | 3 | 30 | 6 | 2 | 3 | 406 | 0 | 5 | 4 | 1 | 1 | 0 | 0 | 1 | 1 | 2 | E01001530 |
Last rows
| accident_index | accident_year | accident_reference | location_easting_osgr | location_northing_osgr | longitude | latitude | police_force | accident_severity | number_of_vehicles | number_of_casualties | date | day_of_week | time | local_authority_district | local_authority_ons_district | local_authority_highway | first_road_class | first_road_number | road_type | speed_limit | junction_detail | junction_control | second_road_class | second_road_number | pedestrian_crossing_human_control | pedestrian_crossing_physical_facilities | light_conditions | weather_conditions | road_surface_conditions | special_conditions_at_site | carriageway_hazards | urban_or_rural_area | did_police_officer_attend_scene_of_accident | trunk_road_flag | lsoa_of_accident_location | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 91189 | 2020991023621 | 2020 | 991023621 | 341791.0 | 733677.0 | -2.946947 | 56.491558 | 99 | 2 | 1 | 1 | 10/11/2020 | 3 | 10:30 | 918 | S12000042 | S12000042 | 6 | 0 | 7 | 20 | 3 | 4 | 6 | 0 | 0 | 0 | 1 | 9 | 2 | 0 | 0 | 1 | 2 | -1 | -1 |
| 91190 | 2020991023880 | 2020 | 991023880 | 342979.0 | 731116.0 | -2.927095 | 56.468699 | 99 | 3 | 1 | 1 | 14/12/2020 | 2 | 17:00 | 918 | S12000042 | S12000042 | 6 | 0 | 6 | 30 | 9 | 4 | 6 | 0 | 0 | 0 | 4 | 1 | 2 | 0 | 0 | 1 | 2 | -1 | -1 |
| 91191 | 2020991024039 | 2020 | 991024039 | 298547.0 | 696827.0 | -3.634775 | 56.153290 | 99 | 3 | 2 | 1 | 15/09/2020 | 3 | 07:10 | 934 | S12000024 | S12000024 | 3 | 977 | 6 | 30 | 0 | -1 | 6 | 0 | 2 | 4 | 1 | 1 | 1 | 0 | 0 | 2 | 1 | -1 | -1 |
| 91192 | 2020991024209 | 2020 | 991024209 | 294074.0 | 581458.0 | -3.662274 | 55.116161 | 99 | 3 | 2 | 2 | 01/08/2020 | 7 | 13:27 | 917 | S12000006 | S12000006 | 3 | 76 | 6 | 60 | 9 | 4 | 6 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 2 | 1 | -1 | -1 |
| 91193 | 2020991024526 | 2020 | 991024526 | 286242.0 | 717023.0 | -3.841439 | 56.331864 | 99 | 3 | 1 | 1 | 17/11/2020 | 3 | 12:00 | 934 | S12000024 | S12000024 | 6 | 0 | 9 | 60 | 0 | -1 | 6 | 0 | 0 | 0 | 1 | 2 | 2 | 0 | 7 | 2 | 2 | -1 | -1 |
| 91194 | 2020991027064 | 2020 | 991027064 | 343034.0 | 731654.0 | -2.926320 | 56.473539 | 99 | 2 | 2 | 1 | 12/08/2020 | 4 | 14:30 | 918 | S12000042 | S12000042 | 4 | 959 | 6 | 30 | 1 | 4 | 4 | 959 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | -1 | -1 |
| 91195 | 2020991029573 | 2020 | 991029573 | 257963.0 | 658891.0 | -4.267565 | 55.802353 | 99 | 3 | 1 | 1 | 13/11/2020 | 6 | 15:05 | 922 | S12000011 | S12000011 | 6 | 0 | 9 | 30 | 3 | 4 | 6 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 2 | -1 | -1 |
| 91196 | 2020991030297 | 2020 | 991030297 | 383664.0 | 810646.0 | -2.271903 | 57.186317 | 99 | 2 | 2 | 1 | 15/04/2020 | 4 | 12:42 | 910 | S12000033 | S12000033 | 4 | 979 | 6 | 60 | 8 | -1 | 6 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 2 | 1 | -1 | -1 |
| 91197 | 2020991030900 | 2020 | 991030900 | 277161.0 | 674852.0 | -3.968753 | 55.950940 | 99 | 3 | 2 | 1 | 15/12/2020 | 3 | 14:00 | 932 | S12000044 | S12000044 | 6 | 0 | 6 | 30 | 3 | 4 | 6 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 2 | -1 | -1 |
| 91198 | 2020991032575 | 2020 | 991032575 | 240402.0 | 681950.0 | -4.561040 | 56.003843 | 99 | 3 | 1 | 1 | 25/08/2020 | 3 | 13:50 | 916 | S12000039 | S12000039 | 6 | 0 | 6 | 30 | 0 | -1 | 6 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 2 | 1 | 1 | -1 | -1 |
Most frequently occurring
| accident_year | location_easting_osgr | location_northing_osgr | longitude | latitude | police_force | accident_severity | number_of_vehicles | number_of_casualties | date | day_of_week | time | local_authority_district | local_authority_ons_district | local_authority_highway | first_road_class | first_road_number | road_type | speed_limit | junction_detail | junction_control | second_road_class | second_road_number | pedestrian_crossing_human_control | pedestrian_crossing_physical_facilities | light_conditions | weather_conditions | road_surface_conditions | special_conditions_at_site | carriageway_hazards | urban_or_rural_area | did_police_officer_attend_scene_of_accident | trunk_road_flag | lsoa_of_accident_location | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020 | 443811.0 | 434219.0 | -1.336281 | 53.80245 | 13 | 3 | 1 | 1 | 24/02/2020 | 2 | 07:45 | 204 | E08000035 | E08000035 | 2 | 1 | 3 | 70 | 0 | -1 | 6 | 0 | 0 | 0 | 1 | 5 | 5 | 0 | 0 | 2 | 1 | 1 | E01011297 | 2 |